TechCrunch

MARCH 5, 2021

But you can stay tolerably up to date on the most interesting developments with this column, which collects AI and machine learning advancements from around the world and explains why they might be important to tech, startups or civilization. It requires a system that is both precise and imaginative. Image Credits: Asensio, et.

Technical Review 310

Technical Review Artificial Inteligence Systems Review Machine Learning 310

AWS Machine Learning - AI

APRIL 10, 2025

On the Configure data source page, provide the following information: Specify the Amazon S3 location of the documents. On the Review and create page, review the settings and choose Create Knowledge Base. Complete the following steps: On the Amazon Bedrock console, choose Knowledge Bases in the navigation pane. Choose Next.

Case Study 123

Case Study Artificial Inteligence Study Generative AI 123

AWS Machine Learning - AI

NOVEMBER 15, 2024

Principal wanted to use existing internal FAQs, documentation, and unstructured data and build an intelligent chatbot that could provide quick access to the right information for different roles. This allowed fine-tuned management of user access to content and systems.

Generative AI 113

Generative AI AWS Groups Artificial Inteligence 113

Exadel

JULY 6, 2022

Sophisticated, intelligent security systems and streamlined customer services are keys to business success. The banking landscape is constantly changing, and the application of machine learning in banking is arguably still in its early stages. Machine learning solutions are already rooted in the finance and banking industry.

Artificial Inteligence 140

Artificial Inteligence Machine Learning Banking Fintech 140

AWS Machine Learning - AI

JANUARY 13, 2025

Manually reviewing and processing this information can be a challenging and time-consuming task, with a margin for potential errors. This is where intelligent document processing (IDP), coupled with the power of generative AI , emerges as a game-changing solution.

Education 110

Education Report Technical Review Generative AI 110

AWS Machine Learning - AI

MARCH 18, 2025

Audio-to-text translation The recorded audio is processed through an advanced speech recognition (ASR) system, which converts the audio into text transcripts. Data integration and reporting The extracted insights and recommendations are integrated into the relevant clinical trial management systems, EHRs, and reporting mechanisms.

Artificial Inteligence 113

Artificial Inteligence Technical Review Healthcare Systems Review 113

AWS Machine Learning - AI

APRIL 9, 2025

For example, consider a text summarization AI assistant intended for academic research and literature review. For instance, consider an AI-driven legal document analysis system designed for businesses of varying sizes, offering two primary subscription tiers: Basic and Pro. This is illustrated in the following figure.

Artificial Inteligence 128

Artificial Inteligence Generative AI AWS Applications 128

CIO

MARCH 11, 2025

Does [it] have in place thecompliance review and monitoring structure to initially evaluate the risks of the specific agentic AI; monitor and correct where issues arise; measure success; remain up to date on applicable law and regulation? Feaver says.

How To 191

How To Systems Review Technical Review Software Review 191

TechCrunch

OCTOBER 20, 2021

Resistant AI , which uses artificial intelligence to help financial services companies combat fraud and financial crime — selling tools to protect credit risk scoring models, payment systems, customer onboarding and more — has closed $16.6 million in Series A funding.

Fintech 256

Fintech Artificial Inteligence Tools Technical Review 256

AWS Machine Learning - AI

MARCH 20, 2025

It often requires managing multiple machine learning (ML) models, designing complex workflows, and integrating diverse data sources into production-ready formats. Amazon Bedrock Data Automation is expanding to additional Regions, so be sure to check the documentation for the latest updates. billion in 2025 to USD 66.68

Data 117

Data Generative AI Artificial Inteligence Compliance 117

CIO

DECEMBER 11, 2024

Digital transformation started creating a digital presence of everything we do in our lives, and artificial intelligence (AI) and machine learning (ML) advancements in the past decade dramatically altered the data landscape. This level of rigor demands strong engineering discipline and operational maturity.

Data 167

Data Technical Review Software Review Weak Development Team 167

AWS Machine Learning - AI

FEBRUARY 11, 2025

Amazon Q Business , a new generative AI-powered assistant, can answer questions, provide summaries, generate content, and securely complete tasks based on data and information in an enterprises systems. Large-scale data ingestion is crucial for applications such as document analysis, summarization, research, and knowledge management.

Knowledge Base 99

Knowledge Base Lambda Enterprise AWS 99

AWS Machine Learning - AI

NOVEMBER 20, 2024

By narrowing down the search space to the most relevant documents or chunks, metadata filtering reduces noise and irrelevant information, enabling the LLM to focus on the most relevant content. This approach narrows down the search space to the most relevant documents or passages, reducing noise and irrelevant information.

Artificial Inteligence 117

Artificial Inteligence Applications Knowledge Base Generative AI 117

OpenCredo

APRIL 20, 2021

Machine learning has great potential for many businesses, but the path from a Data Scientist creating an amazing algorithm on their laptop, to that code running and adding value in production, can be arduous. Here are two typical machine learning workflows. Monitoring. Does it only do so at weekends, or near Christmas?

Artificial Inteligence 140

Artificial Inteligence Machine Learning Software Review Open Source 140

AWS Machine Learning - AI

APRIL 29, 2025

By analyzing the prompt you provide, the feature interprets the task, system prompt, and instruction within the prompt, and automatically crafts the prompt with Amazon Nova specific format and appropriate words, phrases, and sentences. You are required to provide a summarization based on given document.

Artificial Inteligence 85

Artificial Inteligence Performance Data Generative AI 85

TechCrunch

JANUARY 26, 2023

His team was tasked with digitizing the onboarding process — particularly document-heavy manual review workflows — that were costing the bank millions of dollars every year and not catching fraud. Inspired by this, Burke and his twin brother, Ronan Burke, launched Inscribe , an AI-powered document fraud detection service.

Artificial Inteligence 227

Artificial Inteligence Fintech Banking Machine Learning 227

AWS Machine Learning - AI

JANUARY 13, 2025

Enterprises provide their developers, engineers, and architects with a range of knowledge bases and documents, such as usage guides, wikis, and tools. This includes integrating data and systems and automating workflows and processes, and the creation of incredible digital experiencesall on a single, user-friendly platform.

Generative AI 105

Generative AI AWS Innovation Knowledge Base 105

AWS Machine Learning - AI

NOVEMBER 6, 2024

You can find instructions on how to do this in the AWS documentation for your chosen SDK. get('completion'), end="") You get a response like the following as streaming output: Here is a draft article about the fictional planet Foobar: Exploring the Mysteries of Planet Foobar Far off in a distant solar system lies the mysterious planet Foobar.

Software Review 119

Software Review Artificial Inteligence Generative AI AWS 119

AWS Machine Learning - AI

DECEMBER 4, 2024

They have structured data such as sales transactions and revenue metrics stored in databases, alongside unstructured data such as customer reviews and marketing reports collected from various channels. The system will take a few minutes to set up your project. On the next screen, leave all settings at their default values.

Generative AI 106

Generative AI Applications Technical Review Software Review 106

AWS Machine Learning - AI

APRIL 30, 2025

Consider this: when you sign in to a software system, a log is recorded to make sure theres an accurate record of activityessential for accountability and security. Similarly, when an incident occurs in IT, the responding team must provide a precise, documented history for future reference and troubleshooting.

Artificial Inteligence 67

Artificial Inteligence Technical Review Software Review Generative AI 67

AWS Machine Learning - AI

JANUARY 22, 2025

Security teams in highly regulated industries like financial services often employ Privileged Access Management (PAM) systems to secure, manage, and monitor the use of privileged access across their critical IT infrastructure. However, the capturing of keystrokes into a log is not always an option.

Generative AI 111

Generative AI Video Analysis Technical Review 111

TechCrunch

AUGUST 10, 2022

“The entire global supply chain today is run by semistructured information and siloed data systems. Because of this, these supply chain businesses have extremely limited visibility on their own businesses due to the lack of access to their own data,” Alandy Dy told TechCrunch in an email Q&A.

Transportation 246

Transportation Artificial Inteligence Systems Review Machine Learning 246

AWS Machine Learning - AI

NOVEMBER 19, 2024

Organizations possess extensive repositories of digital documents and data that may remain underutilized due to their unstructured and dispersed nature. Solution overview This section outlines the architecture designed for an email support system using generative AI.

Knowledge Base 108

Knowledge Base Generative AI Technical Review Lambda 108

AWS Machine Learning - AI

MARCH 3, 2025

You can also use this model with Amazon SageMaker JumpStart , a machine learning (ML) hub that provides access to algorithms and models that can be deployed with one click for running inference. Performance metrics and benchmarks Pixtral 12B is trained to understand both natural images and documents, achieving 52.5%

Insurance 106

Insurance AWS eCommerce Software Review 106

Tenable

NOVEMBER 29, 2024

1 - Best practices for secure AI system deployment Looking for tips on how to roll out AI systems securely and responsibly? The guide “ Deploying AI Systems Securely ” has concrete recommendations for organizations setting up and operating AI systems on-premises or in private cloud environments. and the U.S. and the U.S.

Artificial Inteligence 73

Artificial Inteligence Research Generative AI Technical Review 73

AWS Machine Learning - AI

DECEMBER 11, 2024

In the same spirit of using generative AI to equip our sales teams to most effectively meet customer needs, this post reviews how weve delivered an internally-facing conversational sales assistant using Amazon Q Business. The following screenshot shows an example of an interaction with Field Advisor.

AWS 107

AWS Generative AI Technical Review Artificial Inteligence 107

TechCrunch

NOVEMBER 15, 2021

Indeed, 600 healthcare facilities are using the product to send and receive medical documents. And each customer is using Lifen intensively as it represents 2 million medical documents sent to 240,000 doctors each month. Patients can also retrieve documents from Lifen directly, as well.

Healthcare 198

Healthcare Industry Systems Review Artificial Inteligence 198

AWS Machine Learning - AI

APRIL 10, 2025

This capability makes it particularly effective in analyzing documents, detailed charts, graphs, and natural images, accommodating a broad range of practical applications. Correlation: Larger populations in developing regions often correlate with higher motorcycle usage due to affordability and convenience.

Generative AI 106

Generative AI AWS Technical Review Artificial Inteligence 106

TechCrunch

APRIL 7, 2022

Green is a former Northrop Grumman software engineer who later worked as a research intern on the Google Translate team, developing an AI language system for improving English-to-Arabic translations. San Francisco, Calfornia-based Lilt was co-founded by Green and John DeNero in 2015. But the translators have the final say. A robust market.

Software Review 228

Software Review Technical Review Systems Review Artificial Inteligence 228

AWS Machine Learning - AI

OCTOBER 29, 2024

This engine uses artificial intelligence (AI) and machine learning (ML) services and generative AI on AWS to extract transcripts, produce a summary, and provide a sentiment for the call. The frontend is built on Cloudscape , an open source design system for the cloud. Vu San Ha Huynh is a Solutions Architect at AWS.

Generative AI 111

Generative AI Video Engineering Artificial Inteligence 111

AWS Machine Learning - AI

NOVEMBER 22, 2024

Set up your knowledge base with relevant customer service documentation, FAQs, and product information. About the Authors Amit Lulla is a Principal Solutions Architect at AWS, where he architects enterprise-scale generative AI and machine learning solutions for software companies.

Generative AI 122

Generative AI Artificial Inteligence Knowledge Base AWS 122

AWS Machine Learning - AI

NOVEMBER 7, 2024

Access to car manuals and technical documentation helps the agent provide additional context for curated guidance, enhancing the quality of customer interactions. The workflow includes the following steps: Documents (owner manuals) are uploaded to an Amazon Simple Storage Service (Amazon S3) bucket.

Lambda 129

Lambda Enterprise Automotive Knowledge Base 129

AWS Machine Learning - AI

NOVEMBER 1, 2024

The preceding table has been structured in JSONL format with system, user role (which contains the data and the question), and assistant role (which has answers). The following are two effective methods: Human evaluation – This method involves subject matter experts (SMEs) manually reviewing each data point for quality and relevance.

Artificial Inteligence 97

Artificial Inteligence Generative AI Training Metrics 97

CIO

JANUARY 1, 2025

You have to make decisions on your systems as early as possible, and not go down the route of paralysis by analysis, he says. Every three years, Koletzki reviews his strategy, and in 2018 decided it was time to move to the cloud. A GECAS Oracle ERP system was upgraded and now runs in Azure, managed by a third-party Oracle partner.

Strategy 152

Strategy Azure Technical Review Systems Review 152

CIO

JUNE 26, 2024

The University of Pennsylvania Health System had an enormous amount of anonymized patient data in its Penn Medicine BioBank, and SVP and CIO Michael Restuccia’s team saw an opportunity to use it to benefit the research hospital’s patients. “We Such systems can also help to prioritize which scans a radiologist should review first.

Systems Review 202

Systems Review Healthcare Technical Review Software Review 202

AWS Machine Learning - AI

AUGUST 14, 2024

With Amazon Q, you can quickly find answers to questions, generate summaries and content, and complete tasks by using the information and expertise stored across your company’s various data sources and enterprise systems. Additionally, they want access to metadata, timestamps, and access control lists (ACLs) for the indexed documents.

Report 121

Report Artificial Inteligence Data Software Review 121

CIO

JULY 2, 2024

Provide more context to alerts Receiving an error text message that states nothing more than, “something went wrong,” typically requires IT staff members to review logs and identify the issue. Many AI systems use machine learning, constantly learning and adapting to become even more effective over time,” he says.

Artificial Inteligence 215

Artificial Inteligence Software Review Technical Advisors Technical Review 215